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Knowledge map for course Introduction to Data Science

The foundation of Hyperskill — thousands of topics organized by domain and connected by prerequisites. Expand any category to find topics, check their prerequisites, and see how concepts connect to each other. Representation of a knowledge map with trees of topics
4.69K already learning 3 weeks ago last updated

Acquire essential skills in statistics and machine learning. Focus on data preprocessing, analysis, visualization, hypothesis testing, and machine learning model building.

Discover the power of the Knowledge map! Monitor your progress in real-time, grasp topic connections, and get a clear picture of your learning journey.
Computer science 0 / 119
Software development foundations 0 / 4
Programming languages 0 / 42
Python 0 / 42
System administration and DevOps 0 / 2
Command line 0 / 2
Command line basics 0 / 2
Data science 0 / 71
Machine learning 0 / 24
Instruments 0 / 47
NumPy 0 / 3
Pandas 0 / 17
Scikit-learn 0 / 9
Visualization 0 / 18
Matplotlib overview 0 / 7
Kinds of graphs 0 / 9
Other libraries 0 / 2
Math 0 / 52
  2. Computer science
  3. Data science
  4. Instruments
  5. Visualization
  6. Other libraries
Other libraries